
How likely is AI to take over your job?
An interactive risk dashboard rating all 26 UK Standard Occupational Classification (SOC 2020) sub-major occupation groups by their likelihood of AI substantially taking over the work.

An interactive risk dashboard rating all 26 UK Standard Occupational Classification (SOC 2020) sub-major occupation groups by their likelihood of AI substantially taking over the work.

Apple has underwhelmed with consumer-facing AI, but Apple Silicon and the M5 reveal a stronger long-term strategy: private, offline, low-cost intelligence running on device.

How I combined Rollbar CLI queries, Codex skills, and a daily automation to turn fresh production errors into fix PRs.

How to adapt the Ralph Wiggum loop pattern popularised in Claude Code to Codex using repeatable, bounded non-interactive runs.

A practical guide to structuring skills so AI coding agents produce faster, safer, and more reproducible software delivery.

A practical guide to converting, chunking, and ingesting documents for CAG, RAG, and hybrid AI knowledge systems.

A beginner-friendly but detailed guide to how large language models are built, trained, aligned, and run in production.

How remote work made voice-first coding practical for me, where it breaks down in open offices, and why I still review every transcribed prompt before sending it.